Building machine‐readable vocabularies for materials science is slow, expert‐driven work. This study benchmarks 13 large language models on two of its first steps: finding candidate terms in engineering articles and deciding where they belong in a class hierarchy.
Thomas Bjarsch +3 more
wiley +1 more source
Navigating lock-ins for adaptation: A case study of grid capacity planning in the Dutch energy transition. [PDF]
Kaya HD, Leijten M, Schraven D, Chan PW.
europepmc +1 more source
Multimodal Data‐Driven Microstructure Characterization
A self‐consistent autonomous workflow for EBSP‐based microstructure segmentation by integrating PCA, GMM clustering, and cNMF with information‐theoretic parameter selection, requiring no user input. An optimal ROI size related to characteristic grain size is identified.
Qi Zhang +4 more
wiley +1 more source
Circular Economy Transition in an Emerging Economy: Current Status and Priorities in Peru. [PDF]
Gallego-Schmid A +6 more
europepmc +1 more source
Transformative adaptation in times of polycrisis: insights from Milan's New Urban Economies. [PDF]
Zara C, Forno F.
europepmc +1 more source
Applying the consolidated framework for implementation research to guide the development, implementation, and evaluation of a cardiology transitions of care program (RECARD trial). [PDF]
Wilkinson SA +13 more
europepmc +1 more source
From discovery to delivery: a systems-based pathway for translating science into global and humanitarian health impact. [PDF]
Ramalingam B.
europepmc +1 more source
Fedorov algorithm-optimized chemometric spectrophotometry for cefepime-tazobactam microanalysis in plasma and pharmaceuticals with integrated MA and NQS sustainability assessment. [PDF]
Gad AG +4 more
europepmc +1 more source

